A Handbook of Statistical Analyses using R, 3/e (Paperback)
Torsten Hothorn
- 出版商: CRC
- 出版日期: 2014-06-25
- 定價: $2,980
- 售價: 8.0 折 $2,384
- 語言: 英文
- 頁數: 452
- 裝訂: Paperback
- ISBN: 1482204584
- ISBN-13: 9781482204582
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相關分類:
R 語言、機率統計學 Probability-and-statistics、Data Science
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商品描述
Like the best-selling first two editions, A Handbook of Statistical Analyses using R, Third Edition provides an up-to-date guide to data analysis using the R system for statistical computing. The book explains how to conduct a range of statistical analyses, from simple inference to recursive partitioning to cluster analysis.
New to the Third Edition
- Three new chapters on quantile regression, missing values, and Bayesian inference
- Extra material in the logistic regression chapter that describes a regression model for ordered categorical response variables
- Additional exercises
- More detailed explanations of R code
- New section in each chapter summarizing the results of the analyses
- Updated version of the HSAUR package (HSAUR3), which includes some slides that can be used in introductory statistics courses
Whether you’re a data analyst, scientist, or student, this handbook shows you how to easily use R to effectively evaluate your data. With numerous real-world examples, it emphasizes the practical application and interpretation of results.
商品描述(中文翻譯)
《使用 R 進行統計分析手冊，第三版》是一本暢銷書的續集，提供了一個使用 R 系統進行數據分析的最新指南。本書解釋了如何進行各種統計分析，從簡單的推論到遞迴分割再到群集分析。
第三版的新內容包括：
- 三個新章節，分別介紹了分位數回歸、缺失值和貝葉斯推論。
- 在邏輯回歸章節中增加了額外的材料，描述了一種用於有序分類響應變量的回歸模型。
- 額外的練習題。
- 更詳細的 R 代碼解釋。
- 每個章節中新增了一個小節，總結了分析結果。
- 更新的 HSAUR 套件（HSAUR3）版本，其中包括一些可用於入門統計課程的投影片。
無論您是數據分析師、科學家還是學生，本手冊都將向您展示如何輕鬆使用 R 有效地評估您的數據。通過眾多的實際示例，本書強調了結果的實際應用和解釋。
